3/16/2022 PRIME meeting

Little bits on data cleaning

just an FYI…

Demographic data = 3,220 observations

Covid data = 3,342 observations - Starting from Jan 2020 to Jan 1 2022 - What is a good way to capture cases? Right now its #Cumulativecases / Population = large number

AQI data = 1,093 observations - possibly retrieve from EPA API… BUT https://cran.r-project.org/web/packages/RAQSAPI/vignettes/RAQSAPIvignette.html

Combined data - about 40 counties that did not cross over, may have to manually

Mapping

Here are some variables: Cumulative Death = Cumulative deaths / Population Cumulative Death per Case = Cumulative deaths / Cumulative Case *Cumulative Case = Cumulative Case / Population

Deaths per cases by county

Cumulative Case rate by county

Deaths per cases by county W/ GGPLOT

Corr plot by variable rates

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AQI average by county